| R2 | Coefficient of Determination |
| RMSE | Root Mean Square Error |
| OPC | Ordinary Portland Cement |
| GEP | Gene Expression Programming |
| ANN | Artificial Neural Network |
| DNN | Deep Neural Network |
| GGBFS | Ground Granulated Blast Furnace Slag |
| GGBS | Ground Granulated Blast Furnace Slag |
| HTS | High Titanium Slag |
| RFE | Recursive Feature Elimination |
| RF | Random Forest |
| ET | Extra Tree |
| GBM | Gradient Boosting Machine |
| XGB | Extreme Gradient Boosting |
| LGBM | Light Gradient Boosting Machine |
| GOSS | Gradient-Based One-Side Sampling |
| CAT | Categorical Boosting Machine |
| EBM | Explainable Boosting Machine |
| GAM | Generalized Additive Model |
| MAE | Mean Absolute Error |
| MAPE | Mean Absolute Percentage Error |
| SHAP | Shapley Additive Explanations |
| GHz | Gigahertz |
| NaOH | Sodium Hydroxide |
| Na2SiO3 | Sodium Silicate |
| FA | Fly Ash |
| MPa | Megapascals |
| mins | Minutes |
| mm2 | Square Millimeters |
| W | Watts |
| IQR | Interquartile Range |
| SD | Standard Deviation (Microwave Power) |
| COV | Coefficient of Variation |
| Min | Minimum |
| Max | Maximum |
| UQ | Uncertainty Quantification |